Model Validation Toolkit
===================================

The Model Validation Toolkit is a library for model validation, metaanalysis, and monitoring.

.. toctree::
    :glob:
    :maxdepth: 1
    :caption: Notes

.. toctree::
    :maxdepth: 1
    :caption: Overview

    quickstart
    contributing
    about

.. toctree::
    :maxdepth: 1
    :caption: User Guides

    supervisor_user_guide
    credibility_user_guide
    thresholding_user_guide
    interprenet_user_guide
    sobol_user_guide
    bias_variance_user_guide

.. toctree::
    :maxdepth: 1
    :caption: Divergence Tutorials
 
    notebooks/divergence/Airlines
    notebooks/divergence/DivergenceFunctions
    notebooks/divergence/CategoricalColumns
    notebooks/divergence/BugDetection
    notebooks/divergence/TrainingDatasetDrift

.. toctree::
    :maxdepth: 1
    :caption: Credibility Tutorials
 
    notebooks/credibility/Credibility

.. toctree::
    :maxdepth: 1
    :caption: Thresholding Tutorials

    notebooks/thresholding/Thresholding

.. toctree::
    :maxdepth: 1
    :caption: Interprenet Tutorials

    notebooks/interprenet/Interprenet

.. toctree::
    :maxdepth: 1
    :caption: Bias and Metrics Tutorials

    notebooks/metrics/CounteringSampleBias

.. toctree::
    :maxdepth: 1
    :caption: Bias-Variance Decomposition Tutorials

    notebooks/bias_variance/BiasVarianceClassification
    notebooks/bias_variance/BiasVarianceRegression
    notebooks/bias_variance/BiasVarianceVisualization

.. toctree::
    :maxdepth: 1
    :caption: Python API
 
    supervisor
    credibility
    thresholding
    interprenet
    sobol
    metrics
    bias_variance

Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`